The DOI matches its Crossref record; 40 of the 40 references it cites were found in a registry or an index.
A systematic review of the effectiveness of mobile apps for monitoring and management of mental health symptoms or disorders
Abstract
Background There are a growing number of mobile apps available for monitoring and management of mental health symptoms or disorders. However, clinically validated evidence for most of them is unclear; their benefits to patients on long term use are thus debatable.Objective This updated review aimed to systematically appraise the available research evidence of the efficacy and acceptability of mobile apps for mental health in all ages.Methods A comprehensive literature search (May 2013 to December 2017) in PubMed, Cochrane Library, EMBASE, Web of Science, and Google Scholar was conducted. Abstracts were included if they described mental health apps (targeting depression, anxiety, bipolar disorder, psychosis, post-traumatic stress disorders (PTSD), substance use disorders, sleep disorders, and suicidal behaviors) delivered on mobile devices for all ages.Results In total, 1501 abstracts were identified. Of these, 17 publications describing 16 apps targeting anxiety/stress, alcohol disorder, sleep disorder, depression, suicidal behaviors, and PTSD met the inclusion criteria. Five studies randomized individuals to trial conditions, and 14 apps were proven to have clinically validated evidence in reducing mental health symptoms or disorder.Conclusions Mental health apps have potentials in improving the monitoring and management of mental health symptoms or disorders. However, majority of the apps that are currently available lack clinically validated evidence of their efficacy. Given the number and pace at which mobile Health (mHealth) apps are being released, further robust research is warranted to develop and test evidence-based programs.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Mental health apps provide a potential way to reduce symptoms and increase adherence by dispensing psychoeducation and other therapeutic skills through an electronic, easily accessible format [26-34].”
From Examining the effectiveness of gamification in mental health apps for depression: Systematic review and meta-analysis (2021) · cites this paper as [34]
Citations
Cites
PRISMA-P Group, Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., & Stewart, L. A. (2015) · Systematic Reviews · doi:10.1186/2046-4053-4-1 · Cited by 26,223
Clement, S., Schauman, O., Graham, T., Maggioni, F., Evans-Lacko, S., Bezborodovs, N., Morgan, C., Rüsch, N., Brown, J. S. L., & Thornicroft, G. (2015) · Psychological Medicine · doi:10.1017/s0033291714000129 · Cited by 3,152
Smartphones for smarter delivery of mental health programs: A systematic review
Donker, T., Petrie, K., Proudfoot, J., Clarke, J., Birch, M.-R., & Christensen, H. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2791 · Cited by 1,136
Martínez-Pérez, B., de la Torre-Díez, I., & López-Coronado, M. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2600 · Cited by 550
mHealth: A Mechanism to Deliver More Accessible, More Effective Mental Health Care
Price, M., Yuen, E. K., Goetter, E. M., Herbert, J. D., Forman, E. M., Acierno, R., & Ruggiero, K. J. (2014) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.1855 · Cited by 488
Mobile Apps for Bipolar Disorder: A Systematic Review of Features and Content Quality
Nicholas, J., Larsen, M. E., Proudfoot, J., & Christensen, H. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4581 · Cited by 438
Mental health: there’s an app for that
Anthes, E. (2016) · Nature · doi:10.1038/532020a · Cited by 333
A Systematic Review of Cognitive Behavioral Therapy and Behavioral Activation Apps for Depression
Huguet, A., Rao, S., McGrath, P. J., Wozney, L., Wheaton, M., Conrod, J., & Rozario, S. (2016) · PLOS ONE · doi:10.1371/journal.pone.0154248 · Cited by 328
Preliminary Evaluation of PTSD Coach, a Smartphone App for Post-Traumatic Stress Symptoms
Kuhn, E. R., Greene, C. A., Hoffman, J. E., Nguyen, T., Wald, L., Schmidt, J. A., Ramsey, K. M., & Ruzek, J. I. (2014) · Military Medicine · doi:10.7205/milmed-d-13-00271 · Cited by 288
Cited by
Sorted by citations
Items 201–300 of 308
An, S., & Lee, H. (2023) · Journal of Korean Academy of Fundamentals of Nursing · doi:10.7739/jkafn.2022.30.2.180 · Cited by 3
Gamified interventions for schizophrenia rehabilitation: A systematic scoping review
Yang, H., Chang, F., Zhu, D., Muroi, F., Liu, Z., Zhang, W., & Cai, J. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102651 · Cited by 4
Bishop, J., Tolton, L., & Stebbins, T. N. (2025) · AI & Society · doi:10.1007/s00146-025-02793-x · Cited by 2
Digital mental health needs a purpose-driven approach
Househ, M. S., Shah, H. A., Tariq, Z. U. A., Hassan, D. A., Khalifa, M., Schneider, J., Hamdi, M., Abd-Alrazaq, A. A., Ahmad, A., Solaiman, B., et al. (2026) · Nature Human Behaviour · doi:10.1038/s41562-025-02380-6 · Cited by 3
Meinert, E., Milne‐Ives, M., Taylor, E., Inkster, B., Paik, A., Ananthakrishnan, A., Orr, M., Costelloe, C., & Shankar, R. (2026) · International Journal of Social Psychiatry · doi:10.1177/00207640251415507 · Cited by 3
The Effects of Real Time Client Feedback Using a Mobile App
Celedonia, K. L., Valenti, M. W., Strickler, A., & Wall‐Parker, A. (2021) · Journal of Child and Family Studies · doi:10.1007/s10826-021-02081-4 · Cited by 2
Gould, C. E., Mehta, P. S., Carlson, C., Anderson, J. R., Alfaro, A. J., & Sakai, E. Y. (2021) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-021-00236-0 · Cited by 2
Odoom, R. (2022) · Qualitative Market Research An International Journal · doi:10.1108/qmr-03-2022-0040 · Cited by 2
Psikolojik Yardım Hizmetlerindeki Mobil Uygulamalarla İlgili Bir İnceleme
Kabadayı, F., & Güven, M. (2023) · Türk Eğitim Bilimleri Dergisi · doi:10.37217/tebd.1291285 · Cited by 2
Perceptions and Experiences of Renew: an Exposure-Based Mobile App for Posttraumatic Stress
Miller, M. L., Davis, C. A., & McLean, C. P. (2023) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-023-00358-7 · Cited by 3
Long-Term Efficacy of a Mobile Mental Wellness Program: Prospective Single-Arm Study
McCallum, M., Baldwin, M. W., Thompson, P., Blessing, K., Frisch, M. J., Ho, A. S., Ainsworth, M. C., Mitchell, E. S., Michaelides, A. P., & May, C. N. (2024) · JMIR mhealth and uhealth · doi:10.2196/54634 · Cited by 4
Technological Advances for Diagnosing Tropical Diseases
Ogwu, M. C., & Izah, S. C. (2025) · Health information science · doi:10.1007/978-3-031-82622-1_2 · Cited by 3
Zik, J. B., & Berkowitz, S. J. (2019) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000546 · Cited by 2
Where Should Mobile Health Application Providers Focus Their Goals?
Wang, X., Du, K., Zhü, K., Shen, X., & Zhang, S. (2021) · International Journal of Computational Intelligence Systems · doi:10.2991/ijcis.d.210305.001 · Cited by 2
Gamified Mobile Health Interventions for Mental Well-Being of Older Adults
Nguyen, T.-T., Chai, J. C. M., Eiring, Ø., Wang, W., O’Donnell, R. R., & Nguyen, H. D. (2021) · Lecture notes in computer science · doi:10.1007/978-3-030-77685-5_29 · Cited by 2
Apps for mental health problems in children and young people
Stallard, P. N. (2022) · doi:10.1093/med-psych/9780198867791.003.0027 · Cited by 2
Bunova, A., & Shikova, D. V. (2023) · Russian Journal of Preventive Medicine · doi:10.17116/profmed20232610127 · Cited by 3
Marques, G., Gil, R. S., Franco, M., & Díez, I. D. L. T. (2021) · Informatics for Health and Social Care · doi:10.1080/17538157.2021.1988956 · Cited by 2
Barrett, C., Bostock, S., Chinsen, A., Hampton, I., Simmons, M. B., Brown, E., Fava, N., Browne, V., Walsh, L., Hutton, V., et al. (2020) · Springer eBooks · doi:10.1007/978-3-030-55427-9_7 · Cited by 2
Pettus‐Davis, C., Fulmer, R., Pederson, S. D., & Eikenberry, J. (2023) · Pilot and Feasibility Studies · doi:10.1186/s40814-023-01361-8 · Cited by 1
Reen, J. K., Friday, A., Chan, G., & Orji, R. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-60428-7_9 · Cited by 1
iCare: Insights from the Evaluation of an App for Managing Stress Among Working-Class Indian Women
Reen, J. K., Chan, G., & Orji, R. (2024) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2024.2366016 · Cited by 1
Corberán, M., Cobo, L., García‐Soriano, G., Segura, M., & Roncero, M. (2024) · Behavioral Psychology/Psicología Conductual · doi:10.51668/bp.8324209n · Cited by 1
Munteanu, T., Kannis‐Dymand, L., Millear, P. M. R., & Jones, M. (2024) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2024-4-6 · Cited by 1
Vinçon, C., & Wagner-Hartl, V. (2024) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2024.11.078 · Cited by 2
Samele, C., Urquía, N., Edwards, R., Donnell, K., & Krause, N. (2024) · JMIR Formative Research · doi:10.2196/55603 · Cited by 1
Improving telemedicine: evaluating emotional recognition for better patient-consultant interaction
Alshaer, A. (2025) · Journal of Umm Al-Qura University for Engineering and Architecture · doi:10.1007/s43995-025-00101-8 · Cited by 1
Innovations in Digital Therapy and Personalized Support
Vinodh, N., Subramani, A. K., Vijayalakshmi, M., & Ramya, R. (2025) · IGI Global eBooks · doi:10.4018/979-8-3693-6910-4.ch008 · Cited by 1
How Social Cues in Depression Intervention AI Chatbots Affect Human-Computer Trust
Xu, S., & Ma, T. (2025) · Lecture notes in computer science · doi:10.1007/978-3-031-93502-2_7 · Cited by 1
Park, S.-E., Chung, J., & Lee, S. A. (2026) · Journal of Medical Internet Research · doi:10.2196/86286 · Cited by 1
PENERAPAN APLIKASI KONSELING PENYAKIT DIARE KLINIK SANITASI DI PUSKESMAS
Augia, T., & Dahlan, H. (2020) · Human Care Journal · doi:10.32883/hcj.v5i1.646 · Cited by 1
Song, M. J., Tabi, K., & Krausz, M. R. (2020) · Springer eBooks · doi:10.1007/978-3-319-70134-9_106-1 · Cited by 1
Informatics Technologies in the Diagnosis and Treatment of Mental Health Conditions
Ingram, W. M., Khanna, R., & Weston, C. L. (2021) · Health informatics · doi:10.1007/978-3-030-70558-9_17 · Cited by 1
La psychiatrie connectée, une psychiatrie augmentée ?
Stern, É., Micoulaud‐Franchi, J., & Geoffroy, P. A. (2022) · Annales Médico-psychologiques revue psychiatrique · doi:10.1016/j.amp.2022.07.014 · Cited by 1
Mental Health and Well-Being Products/Apps and Their Challenges
Sooradas, S., Vatsa, A., Negi, A., Singh, H., Mantri, A., Khedkar, S., & Varshney, R. (2023) · Advances in psychology, mental health, and behavioral studies (APMHBS) book series · doi:10.4018/978-1-6684-7221-7.ch009 · Cited by 1
El‐Mallakh, R. S., & Belmaker, R. H. (2023) · Springer eBooks · doi:10.1007/978-3-030-42825-9_19-1 · Cited by 1
Herrera, J. P. O., López, B. I. F., Sabogal, Y. R. G., Pérez, D. P., & Cruz, M. A. R. (2024) · Persona y Bioética · doi:10.5294/pebi.2023.27.2.4 · Cited by 1
CALM & CARE: A CHILD-CENTRED DIGITAL THERAPY PLATFORM FOR MENTAL HEALTH
Zannat, N., & Mahmud, M. (2024) · Journal of Digital System Development · doi:10.32890/jdsd2024.2.1.3 · Cited by 1
Gasteiger, N., Norman, G., Grainger, R., Eost‐Telling, C., Jones, D. J., Ali, S. M., van der Veer, S. N., Ford, C., Hall, A., Law, K., et al. (2024) · BMJ Open · doi:10.1136/bmjopen-2023-083364 · Cited by 1
Grunewald, W., Waitz‐Kudla, S. N., Daruwala, S. E., Smith, A. R., & Anestis, M. D. (2024) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.13124 · Cited by 1
Eisenstadt, M. (2024) · Integrated science · doi:10.1007/978-3-031-64288-3_3 · Cited by 1
Gill, H., Hippman, C., Hanft-Robert, S., Nugent, L., Nováček, O., Kamel, M. M., Ryan, D. M., Demlová, R., Krausz, M. R., & Tabi, K. (2025) · Digital Health · doi:10.1177/20552076251325951 · Cited by 1
Rapisarda, F., Lanovaz, M. J., Guay, S., & Geoffrion, S. (2025) · International Journal of Mental Health · doi:10.1080/00207411.2025.2486084 · Cited by 1
A day in the life of a psychiatrist in 2050: where will the algorithm take us?
Gillett, G. (2020) · BJPsych Bulletin · doi:10.1192/bjb.2020.22 · Cited by 1
Ho, T., Castro, B., Ocampo, V., Arosemena, K., & López-Cabrera, V. (2022) · Revista de Iniciación Científica · doi:10.33412/rev-ric.v8.2.3673 · Cited by 1
El‐Mallakh, R. S., & Belmaker, R. H. (2024) · Springer eBooks · doi:10.1007/978-3-030-51366-5_19 · Cited by 1
Issues with inclusion and interpretation; a cause for concern in mHealth reviews?
Firth, J., & Torous, J. B. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.12.010 · Cited by 1
Wang, K., Varma, D. S., & Prosperi, M. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.12.011 · Cited by 1
Self-citationDomain-Adaptive Service Evaluation of Mobile Health ApplicationPreprint
Wang, X., Du, K., Xia, W., Zhang, S., Xu, W., & Guan, Y. (2019) · doi:10.21203/rs.2.18220/v1
Burt, H. (2021) · cIRcle (University of British Columbia) · doi:10.14288/1.0401765
Bogucki, O. E., Tomer, A., & Sawchuk, C. N. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-818697-8.00160-6
Lee, Y. J. (2021) · Research Square · doi:10.21203/rs.3.rs-988972/v1
Optimizing and operationalizing engagement with a CBM-I smartphone app: A case series (Preprint)Preprint
Ramadurai, R., Beckham, E. E., McHugh, R. K., Björgvinsson, Þ., & Beard, C. (2021) · doi:10.2196/preprints.33545
Apolo, V. A. T. (2022) · Gredos (University of Salamanca) · doi:10.14201/gredos.149561
Lee, Y. J. (2021) · Research Square · doi:10.21203/rs.3.rs-988972/v2 · Cited by 2
Song, M. J., Tabi, K., & Krausz, M. R. (2021) · Springer eBooks · doi:10.1007/978-3-030-57296-9_106
van Dael, J., Neves, A. L., Painter, A., Bächtiger, P., O’Brien, N., Gardner, C., Quint, J. K., Adamson, A., Peters, N. S., Darzi, A. W., et al. (2021) · doi:10.2196/preprints.28603
Sukalla, F., & Karnowski, V. (2022) · European Journal of Health Communication · doi:10.47368/ejhc.2022.104
Kosasih, F. R., Yee, V. T. S., Toh, S. H. Y., & Sündermann, O. (2022) · medRxiv · doi:10.1101/2022.07.25.22278034
Favoriser une approche critique des applications mobiles axées sur la santé mentale
Gagné, S., & Pelletier-Jacob, J. (2022) · Psycause revue scientifique étudiante de l École de psychologie de l Université Laval · doi:10.51656/psycause.v12i1.51450
Smartphone-Based Treatment in Psychiatry: A Systematic Review
Faurholt‐Jepsen, M., Tønning, M. L., & Kessing, L. V. (2023) · Springer eBooks · doi:10.1007/978-3-031-10698-9_5
CYBERPSYCHOLOGY, ITS ORIGINS, PRESENT, AND DEVELOPMENT PROSPECTS
Koval, H. (2022) · Science and Education · doi:10.24195/2414-4665-2022-3-9
Bratton-Robinson, J. (2023) · Nurse Educator · doi:10.1097/nne.0000000000001384
Comparison of different Health and Nutrition Management Apps: A Comprehensive Analysis
Bura, D. (2022) · Journal of Management and Service Science (JMSS) · doi:10.54060/jmss.v2i2.23
Chosak, A., & Vanderkruik, R. C. (2023) · Current clinical psychiatry · doi:10.1007/978-3-031-29368-9_4
Use of Technology and Stepped Care
Pedrelli, P., Bentley, K. H., Pittman, M. A., Meyer, A. K., & Fisher, L. B. (2023) · Current clinical psychiatry · doi:10.1007/978-3-031-29368-9_27
Developing a Model of Job Competencies for Bank Saderat Managers
Fotovvat, A. R., Delāvar, A., Farrokhi, N., Younesi, J., & Minaei, A. (2022) · Fiqh va ḥuqūq-i khānavādah/Fiqh va ḥuqūq-i khānavādah · doi:10.61186/ijes.5.1.216
Réalité virtuelle, applications et nouvelles technologies
Taquet, P., Gomet, R., Lemercier-Dugarin, M., & Nègre, F. (2023) · Elsevier eBooks · doi:10.1016/b978-2-294-77934-3.00067-6 · Cited by 1
PRODUÇÃO CIENTÍFICA SOBRE CUIDADO EM SAÚDE MENTAL ATRAVÉS DA TECNOLOGIA DIGITAL
LOCATELLE, M. E., Araújo, M. D. M., Zanoti-Jeronymo, D. V., FILIPAK, L. E., SANTIAGO, L., Petriu, N. C. G., de Borba, K. P., Malaquias, T. D. S. M., Baratieri, T., Marochio, S. D. M., et al. (2024) · Editora Pasteur eBooks · doi:10.59290/978-65-6029-075-4.12
Hartono, R., Ajrin, A., Noer, S. S., & Nurfirmansyah, N. (2024) · FINGER Jurnal Ilmiah Teknologi Pendidikan · doi:10.58723/finger.v3i1.236
Apps and Care: Clinical and Societal Applications of Media
Joseph, S., Miodus, S., & Farley, F. H. (2024) · Springer eBooks · doi:10.1007/978-3-031-56537-3_13 · Cited by 1
Designing Smart Diary and Distraction Tasks to Manage Panic Attacks
Bartucz, A., & Sik‐Lányi, C. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-62849-8_48
Remote Balance and Gait Assessment Via Telehealth: Are We Ready for This?
Pelicioni, P. H. S., dos Santos, R. B., Tsen, C., & de Andrade, L. P. (2024) · Springer eBooks · doi:10.1007/978-3-031-74123-4_31
Fukuda, A., Koga, M., Tanaka, T., Ishizaka, A., Hosaka, T., & Yotsuyanagi, H. (2025) · Global Health & Medicine · doi:10.35772/ghm.2024.01076
Lee, J., Lee, Y., Lin, P.-C., Luo, T., Fawaz, M., Wilkins, Q., Borst, D., & Bonner, S. (2025) · Communications in computer and information science · doi:10.1007/978-3-031-94162-7_13
Georgiadi, M., Tomprou, D. M., Inglezaki, I., Meramveliotakis, I., & Plexousakis, S. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-0573-8.ch007
Foley, G., Cassiano, M. S., & Ricciardelli, R. (2025) · Digital Health · doi:10.1177/20552076251384142
Expanding Beneficiary Access to Mental Health Support Utilizing a Digital Health Application
O’Connor, S. A., Foster, E. M., Altizer, T. W., & Tobin, E. T. (2025) · Nursing Clinics of North America · doi:10.1016/j.cnur.2025.09.012
Patel, J., Li, M., Elsahli, N., & Katapally, T. R. (2025) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.70325
Jaffar, W. M. B. W., Setiyowati, A. J., Bariyyah, K., Pratiwi, A. S., & Hidayatullah, H. T. (2025) · doi:10.1109/icet67257.2025.11291016
Rith‐Najarian, L., Pierre, C., & McLaughlin, K. A. (2025) · doi:10.2196/preprints.89336
Lantzsch, H., Eckhardt, H., Campione, A., Busse, R., & Henschke, C. (2022) · Figshare · doi:10.6084/m9.figshare.21185667
Görtz‐Dorten, A., Frank, M., Fessel, A., Hofmann, L., & Döpfner, M. (2022) · Figshare · doi:10.6084/m9.figshare.20279252
Görtz‐Dorten, A., Frank, M., Fessel, A., Hofmann, L., & Döpfner, M. (2022) · Figshare · doi:10.6084/m9.figshare.20279255
Lantzsch, H., Eckhardt, H., Campione, A., Busse, R., & Henschke, C. (2022) · Figshare · doi:10.6084/m9.figshare.21185670
Shaker, A. A., Austin, S. F., Østergaard, L. B., & Berring, L. L. (2025) · doi:10.2196/preprints.87256
On-demand therapy 24/7! Mental mHealth app features and social metrics as predictors of use
Galetsi, P., Katsaliaki, K., Kumar, S., & Kumar, N. (2026) · Health Systems · doi:10.1080/20476965.2025.2609995
Fässler, L., Ersöz, B., Hahne, I. M., Koop, S., & Böge, K. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1727156
Fisher, A. C., Dear, B. F., Dagnall, A., Hadjistavropoulos, H. D., Nielssen, O. B., Staples, L., Kayrouz, R., & Titov, N. (2026) · JMIR Formative Research · doi:10.2196/82986
The Evaluation of Mental Health Apps Efficacy in HIC Versus LMIC
Gama, B. (2026) · Springer eBooks · doi:10.1007/978-3-032-08980-9_24
Gopalan, G., Kerns, S. E. U., Horen, M. J., & Lowe, J. (2026) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-026-01489-8
Phone-based intervention for anxiety management in primary health care users: A feasibility study
Pereira, C. F., de Araújo, M. P. B., de Vargas, D., Uelze, M. L. P., & Maina, G. (2026) · Revista da Escola de Enfermagem da USP · doi:10.1590/1980-220x-reeusp-2025-0255en
Pereira, C. F., de Araújo, M. P. B., de Vargas, D., Uelze, M. L. P., & Maina, G. (2026) · Revista da Escola de Enfermagem da USP · doi:10.1590/1980-220x-reeusp-2025-0255es
Hampole, S. R., McCaslin, S. E., Carr, V. A., Schuster, D. M., Reyes, S. I., Steinmetz, S. E., Ramsey, K. M., Owen, J. E., Skidmore, W. C., Street, A. E., et al. (2026) · Journal of Medical Internet Research · doi:10.2196/85098
Lanigan, A. M., Callen, E. F., Filippi, M. K., Robertson, E. A., Clay, T. L., Nederveld, A., Fehnert, B., Chrones, L., Martin, M. L., McCue, M., et al. (2026) · JMIR Formative Research · doi:10.2196/71662
Sunzeri, E., & Sunzeri, F. (2026) · Springer eBooks · doi:10.1007/978-3-032-14465-2_17
Metadata
- Authors
- Wang, K., Varma, D. S., & Prosperi, M.
- Affiliations
- University of Florida (US)
- Corresponding author
- Prosperi, Mattia
- Venue
- Journal of Psychiatric Research
- Publisher
- Elsevier BV
- Published
- 2018-12
- Volume
- 107
- Pages
- 73-78
- ISSN
- 0022-3956 (ISSN-L)
- OpenAlex
- W2894742168
- Cited by
- 308
- References
- 40
- Citations by year
- 2026: 23 · 2025: 29 · 2024: 48 · 2023: 53 · 2022: 61 · 2021: 46 · 2020: 34 · 2019: 11 · 2018: 3
- FWCI
- 3.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Psychiatric Research (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- mental health apps, mobile health, depression, anxiety, bipolar disorder, psychosis, post-traumatic stress disorder, substance use disorders, sleep disorders, suicidal behavior, symptom monitoring, treatment efficacy, acceptability
- MeSH terms
- Mental Disorders, Humans, Outcome Assessment, Health Care, Telemedicine, Monitoring, Ambulatory, Disease Management, Mobile Applications
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review